Guijun Yang

210 papers C 23Journal 167Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Estimating wheat grain filling course by fusing digital and thermal infrared images.
Comput. Electron. Agric.
Ying Du, Kevin Tansey, Dong Han, Zhenhai Li, Guijun Yang
2026 J jnl
UssNet: a spatial self-awareness algorithm for wheat lodging area detection.
Expert Syst. Appl.
Jun Zhang, Qiang Wu, Fenghui Duan, Mingzheng Feng, Cuiping Liu, Li Dai, Xiaochun Wang, Shuping Xiong, Hao Yang, Guijun Yang, Shenglong Chang, Xinming Ma, Jinpeng Cheng
2026 J jnl
Utilization of synthetic minority oversampling technique and transfer learning for improving rice and wheat LAI estimation.
Comput. Electron. Agric.
Ziheng Feng, Ke Wu, Bo Xu, Haiyan Cen, Yuan Zhang, Xiangtai Jiang, Hanyu Xue, Heguang Sun, Hao Yang, Haikuan Feng, Huiling Long, Xingang Xu, Yuanyuan Fu, Changbin Liu, Xiangyuan Wan, Guijun Yang
2025 J jnl
A robust two-stage framework for maize above-ground biomass prediction integrating spectral remote sensing and allometric growth model.
Comput. Electron. Agric.
Mohan Yang, Qiang Wu, Jianbo Qi, Guijun Yang, Zanpu Wang, Zhenyu Wang, Jun Zhang, Hao Yang, Jinpeng Cheng, Shuping Xiong, Xinming Ma
2025 J jnl
AgriGPT: a Large Language Model Ecosystem for Agriculture.
CoRR
Bo Yang, Yu Zhang, Lanfei Feng, Yunkui Chen, Jianyu Zhang, Xiao Xu, Nueraili Aierken, Yurui Li, Yuxuan Chen, Guijun Yang, Yong He, Runhe Huang, Shijian Li
2025 J jnl
Analyzing maize stem circumference, stem height, and stem circumference-to-height ratio using UAV, UGV, and deep learning.
Comput. Electron. Agric.
Jianing Shen, Jibo Yue, Yang Liu, Yihan Yao, Haikuan Feng, Hao Yang, Wei Guo, Xinming Ma, Yuanyuan Fu, Meiyan Shu, Guijun Yang, Hongbo Qiao
2025 J jnl
Estimation of SOC using VNIR and MIR hyperspectral data based on spectral-to-image transforming and multi-channel CNN.
Comput. Electron. Agric.
Aohua Tang, Guijun Yang, Zhenhong Li, Yuchun Pan, Yu Liu, Huiling Long, Weinan Chen, Jing Zhang, Yue Yang, Xiaodong Yang, Bo Xu
2025 J jnl
Estimation of potato above-ground biomass based on the VGC-AGB model and deep learning.
Comput. Electron. Agric.
Haikuan Feng, Yiguang Fan, Jibo Yue, Mingbo Bian, Yang Liu, Riqiang Chen, Yanpeng Ma, Jiejie Fan, Guijun Yang, Chunjiang Zhao
2025 J jnl
Evaluating large language models in pediatric fever management: a two-layer study.
Frontiers Digit. Health
Guijun Yang, Hejun Jiang, Shuhua Yuan, Mingyu Tang, Jing Zhang, Jilei Lin, Jiande Chen, Jiajun Yuan, Liebin Zhao, Yong Yin
2025 J jnl
Field-scale irrigated winter wheat mapping using a novel cross-region slope length index in 3D canopy hydrothermal and spectral feature space.
Int. J. Appl. Earth Obs. Geoinformation
Youming Zhang, Guijun Yang, Prasad S. Thenkabail, Zhenhong Li, Wenbin Wu, Xiaodong Yang, Xiaoyu Song, Huiling Long, Miao Liu, Jing Zhang, Lijun Zuo, Yang Meng, Meiling Gao, Wu Zhu
2025 J jnl
Fine-scale classification of horticultural crops using Sentinel-2 time-series images in Linyi country, China.
Comput. Electron. Agric.
Riqiang Chen, Shuping Xiong, Na Zhang, Zehua Fan, Ning Qi, Yiguang Fan, Haikuan Feng, Xinming Ma, Hao Yang, Guijun Yang, Jinpeng Cheng
2025 J jnl
Identification of seed maize fields from hyperspectral imagery by fusion of spectral and spatial features.
Comput. Electron. Agric.
Jinpeng Cheng, Hao Yang, Xiaoyu Cao, Qiang Wu, Na Zhang, Zhiyu Yan, Hongbin Wang, Linsheng Huang, Xinming Ma, Shuping Xiong, Guijun Yang
2025 J jnl
Revealing the spectral bands that make generic remote estimates of leaf area index in wheat crop over various interference factors and planting conditions.
Comput. Electron. Agric.
Heli Li, Pingheng Li, Xingang Xu, Haikuan Feng, Bo Xu, Huiling Long, Guijun Yang, Chunjiang Zhao
2025 J jnl
Utilizing UAV-based hyperspectral remote sensing combined with various agronomic traits to monitor potato growth and estimate yield.
Comput. Electron. Agric.
Yang Liu, Haikuan Feng, Yiguang Fan, Jibo Yue, Fuqin Yang, Jiejie Fan, Yanpeng Ma, Riqiang Chen, Mingbo Bian, Guijun Yang
2025 J jnl
Wheat yield prediction using an enhanced WOFOST with soil stratified hydrothermal module driven by GLASS and ERA5-land products over Yellow River Basin.
Comput. Electron. Agric.
Jing Zhang, Guijun Yang, Meiling Gao, Lijie Zhang, Weinan Chen, Miao Liu, Youming Zhang, Aohua Tang, Zhenhong Li
2024 J jnl
A Two-Stage Leaf-Stem Separation Model for Maize With High Planting Density With Terrestrial, Backpack, and UAV-Based Laser Scanning.
IEEE Trans. Geosci. Remote. Sens.
Lei Lei, Zhenhong Li, Hao Yang, Trevor Hoey, Jintao Wu, Bo Xu, Xiaodong Yang, Haikuan Feng, Guijun Yang
2024 J jnl
A method to rapidly construct 3D canopy scenes for maize and their spectral response evaluation.
Comput. Electron. Agric.
Dan Zhao, Tongyu Xu, Michael Henke, Hao Yang, Chengjian Zhang, Jinpeng Cheng, Guijun Yang
2024 J jnl
A model suitable for estimating above-ground biomass of potatoes at different regional levels.
Comput. Electron. Agric.
Yang Liu, Yiguang Fan, Jibo Yue, Xiuliang Jin, Yanpeng Ma, Riqiang Chen, Mingbo Bian, Guijun Yang, Haikuan Feng
2024 J jnl
A novel framework to assess apple leaf nitrogen content: Fusion of hyperspectral reflectance and phenology information through deep learning.
Comput. Electron. Agric.
Riqiang Chen, Wenping Liu, Hao Yang, Xiuliang Jin, Guijun Yang, Yan Zhou, Chengjian Zhang, Shaoyu Han, Yang Meng, Changyuan Zhai, Haikuan Feng
2024 J jnl
A novel vegetation-water resistant soil moisture index for remotely assessing soil surface moisture content under the low-moderate wheat cover.
Comput. Electron. Agric.
Jibo Yue, Ting Li, Yang Liu, Jia Tian, Qingjiu Tian, Suju Li, Haikuan Feng, Wei Guo, Hao Yang, Guijun Yang, Hongbo Qiao
2024 J jnl
An orchard mapping index and mapping algorithm coupling orchard phenology and green-holding characteristics from time-series sentinel-2 images.
Comput. Electron. Agric.
Riqiang Chen, Hao Yang, Wenping Liu, Miao Liu, Ning Qi, Haikuan Feng, Chengjian Zhang, Haifeng Xu, Guijun Yang
2024 J jnl
Analyzing winter-wheat biochemical traits using hyperspectral remote sensing and deep learning.
Comput. Electron. Agric.
Jibo Yue, Guijun Yang, Changchun Li, Yang Liu, Jian Wang, Wei Guo, Xinming Ma, Qinglin Niu, Hongbo Qiao, Haikuan Feng
2024 J jnl
Automatic Rice Early-Season Mapping Based on Simple Non-Iterative Clustering and Multi-Source Remote Sensing Images.
Remote. Sens.
Gengze Wang, Di Meng, Riqiang Chen, Guijun Yang, Laigang Wang, Hailiang Jin, Xiaosan Ge, Haikuan Feng
2024 J jnl
Crop canopy volume weighted by color parameters from UAV-based RGB imagery to estimate above-ground biomass of potatoes.
Comput. Electron. Agric.
Yang Liu, Fuqin Yang, Jibo Yue, Wanxue Zhu, Yiguang Fan, Jiejie Fan, Yanpeng Ma, Mingbo Bian, Riqiang Chen, Guijun Yang, Haikuan Feng
2024 J jnl
Enhanced Crop Leaf Area Index Estimation via Random Forest Regression: Bayesian Optimization and Feature Selection Approach.
Remote. Sens.
Jun Zhang, Jinpeng Cheng, Cuiping Liu, Qiang Wu, Shuping Xiong, Hao Yang, Shenglong Chang, Yuanyuan Fu, Mohan Yang, Shiyu Zhang, Guijun Yang, Xinming Ma
2024 J jnl
Estimating potato above-ground biomass based on vegetation indices and texture features constructed from sensitive bands of UAV hyperspectral imagery.
Comput. Electron. Agric.
Yang Liu, Yiguang Fan, Haikuan Feng, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Jibo Yue, Guijun Yang
2024 J jnl
Estimation of Maize Biomass at Multi-Growing Stage Using Stem and Leaf Separation Strategies with 3D Radiative Transfer Model and CNN Transfer Learning.
Remote. Sens.
Dan Zhao, Hao Yang, Guijun Yang, Fenghua Yu, Chengjian Zhang, Riqiang Chen, Aohua Tang, Wenjie Zhang, Chen Yang, Tongyu Xu
2024 J jnl
Estimation of Winter Wheat Stem Biomass by a Novel Two-Component and Two-Parameter Stratified Model Using Proximal Remote Sensing and Phenological Variables.
Remote. Sens.
Weinan Chen, Guijun Yang, Yang Meng, Haikuan Feng, Heli Li, Aohua Tang, Jing Zhang, Xingang Xu, Hao Yang, Changchun Li, Zhenhong Li
2024 — conf
Estimation of leaf C/N in crops based on hyperspectral measurements and machine learning methods.
Agro-Geoinformatics
Xingang Xu, Hao Yang, Wenbiao Wu, Guijun Yang, Xiaoyu Song, Xiaodong Yang, Yang Meng, Haikuan Feng
2024 J jnl
Estimation of potato yield using a semi-mechanistic model developed by proximal remote sensing and environmental variables.
Comput. Electron. Agric.
Yiguang Fan, Yang Liu, Jibo Yue, Xiuliang Jin, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Guijun Yang, Haikuan Feng
2024 J jnl
Fine-Scale Quantification of the Effect of Maize Tassel on Canopy Reflectance with 3D Radiative Transfer Modeling.
Remote. Sens.
Youyi Jiang, Zhida Cheng, Guijun Yang, Dan Zhao, Chengjian Zhang, Bo Xu, Haikuan Feng, Ziheng Feng, Lipeng Ren, Yuan Zhang, Hao Yang
2024 J jnl
Hyperspectral Estimation of Chlorophyll Content in Grape Leaves Based on Fractional-Order Differentiation and Random Forest Algorithm.
Remote. Sens.
Yafeng Li, Xingang Xu, Wenbiao Wu, Yaohui Zhu, Guijun Yang, Xiaodong Yang, Yang Meng, Xiangtai Jiang, Hanyu Xue
2024 J jnl
Hyperspectral Estimation of Leaf Nitrogen Content in White Radish Based on Feature Selection and Integrated Learning.
Remote. Sens.
Yafeng Li, Xingang Xu, Wenbiao Wu, Yaohui Zhu, Guijun Yang, Lutao Gao, Yang Meng, Xiangtai Jiang, Hanyu Xue
2024 J jnl
Improving potato AGB estimation to mitigate phenological stage impacts through depth features from hyperspectral data.
Comput. Electron. Agric.
Yang Liu, Haikuan Feng, Jibo Yue, Xiuliang Jin, Yiguang Fan, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Jingbo Li, Bo Xu, Guijun Yang
2024 J jnl
Improving potato above ground biomass estimation combining hyperspectral data and harmonic decomposition techniques.
Comput. Electron. Agric.
Yang Liu, Haikuan Feng, Yiguang Fan, Jibo Yue, Riqiang Chen, Yanpeng Ma, Mingbo Bian, Guijun Yang
2024 J jnl
Integrating remote sensing assimilation and SCE-UA to construct a grid-by-grid spatialized crop model can dramatically improve winter wheat yield estimate accuracy.
Comput. Electron. Agric.
Qiang Li, Maofang Gao, Sibo Duan, Guijun Yang, Zhao-Liang Li
2024 — conf
Maize Leaf Biomass Retrieval at Multi-growing Stage Using UAV Multispectral Images Based on 3D Radiative Transfer Process-guided Machine Learning.
Agro-Geoinformatics
Dan Zhao, Hao Yang, Guijun Yang, Xingang Xu, Bo Xu
2024 J jnl
Real-time monitoring of maize phenology with the VI-RGS composite index using time-series UAV remote sensing images and meteorological data.
Comput. Electron. Agric.
Ziheng Feng, Zhida Cheng, Lipeng Ren, Bowei Liu, Chengjian Zhang, Dan Zhao, Heguang Sun, Haikuan Feng, Huiling Long, Bo Xu, Hao Yang, Xiaoyu Song, Xinming Ma, Guijun Yang, Chunjiang Zhao
2024 J jnl
Removal of canopy shadows improved retrieval accuracy of individual apple tree crowns LAI and chlorophyll content using UAV multispectral imagery and PROSAIL model.
Comput. Electron. Agric.
Chengjian Zhang, Zhibo Chen, Guijun Yang, Bo Xu, Haikuan Feng, Riqiang Chen, Ning Qi, Wenjie Zhang, Dan Zhao, Jinpeng Cheng, Hao Yang
2024 J jnl
Revealing the Eco-Environmental Quality of the Yellow River Basin: Trends and Drivers.
Remote. Sens.
Meiling Zhou, Zhenhong Li, Meiling Gao, Wu Zhu, Shuangcheng Zhang, Jingjing Ma, Liangyu Ta, Guijun Yang
2024 J jnl
Rice yield and quality estimation coupling hierarchical linear model with remote sensing.
Comput. Electron. Agric.
Hanyu Xue, Xingang Xu, Qingzhen Zhu, Yang Meng, Huiling Long, Heli Li, Xiaoyu Song, Guijun Yang, Min Yang, Yafeng Li, Xiangtai Jiang
2024 J jnl
Study on the Estimation of Leaf Area Index in Rice Based on UAV RGB and Multispectral Data.
Remote. Sens.
Yuan Zhang, Youyi Jiang, Bo Xu, Guijun Yang, Haikuan Feng, Xiaodong Yang, Hao Yang, Changbin Liu, Zhida Cheng, Ziheng Feng
2024 J jnl
The Detection of Maize Seedling Quality from UAV Images Based on Deep Learning and Voronoi Diagram Algorithms.
Remote. Sens.
Lipeng Ren, Changchun Li, Guijun Yang, Dan Zhao, Chengjian Zhang, Bo Xu, Haikuan Feng, Zhida Chen, Zhongyun Lin, Hao Yang
2023 J jnl
A 40-Year 1-km Daily Seamless Near-Surface Air Temperature Product Over Yellow River Basin of China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Meiling Gao, Huihui Xu, Zhenyu Tan, Zhenhong Li, Guijun Yang
2023 J jnl
A deep learning framework for crop mapping with reconstructed Sentinel-2 time series images.
Comput. Electron. Agric.
Fukang Feng, Maofang Gao, Ronghua Liu, Shuihong Yao, Guijun Yang
2023 J jnl
Comparison of Different Dimensional Spectral Indices for Estimating Nitrogen Content of Potato Plants over Multiple Growth Periods.
Remote. Sens.
Yiguang Fan, Haikuan Feng, Jibo Yue, Yang Liu, Xiuliang Jin, Xingang Xu, Xiaoyu Song, Yanpeng Ma, Guijun Yang
2023 J jnl
Deciphering maize vertical leaf area profiles by fusing spectral imagery data and a bell-shaped function.
Int. J. Appl. Earth Obs. Geoinformation
Jinpeng Cheng, Shaoyu Han, Jochem Verrelst, Chunjiang Zhao, Na Zhang, Yu Zhao, Lei Lei, Han Wang, Guijun Yang, Hao Yang
2023 J jnl
Estimating characteristic coefficient of vertical leaf nitrogen profile within wheat canopy from spectral reflectance.
Comput. Electron. Agric.
Heli Li, Guijun Yang, Huiling Long, Haikuan Feng, Bo Xu, Chunjiang Zhao
2023 J jnl
Estimating potato above-ground biomass by using integrated unmanned aerial system-based optical, structural, and textural canopy measurements.
Comput. Electron. Agric.
Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Mingbo Bian, Yanpeng Ma, Xiuliang Jin, Xiaoyu Song, Guijun Yang
2023 J jnl
Estimating vertically growing crop above-ground biomass based on UAV remote sensing.
Comput. Electron. Agric.
Jibo Yue, Hao Yang, Guijun Yang, Yuanyuan Fu, Han Wang, Chengquan Zhou
2023 J jnl
Estimation of Leaf Nitrogen Content in Rice Using Vegetation Indices and Feature Variable Optimization with Information Fusion of Multiple-Sensor Images from UAV.
Remote. Sens.
Sizhe Xu, Xingang Xu, Clive Blacker, Rachel Gaulton, Qingzhen Zhu, Meng Yang, Guijun Yang, Jianmin Zhang, Yongan Yang, Min Yang, Hanyu Xue, Xiaodong Yang, Liping Chen
2023 J jnl
Estimation of Soybean Yield by Combining Maturity Group Information and Unmanned Aerial Vehicle Multi-Sensor Data Using Machine Learning.
Remote. Sens.
Pengting Ren, Heli Li, Shaoyu Han, Riqiang Chen, Guijun Yang, Hao Yang, Haikuan Feng, Chunjiang Zhao
2023 J jnl
Evaluation of the effect of leaf spatial aggregation on chlorophyll content retrieval in open-canopy apple orchards.
Int. J. Appl. Earth Obs. Geoinformation
Jinpeng Cheng, Hao Yang, Jianbo Qi, Shaoyu Han, Zhendong Sun, Haikuan Feng, Riqiang Chen, Chengjian Zhang, Jingbo Li, Guijun Yang
2023 J jnl
High-Throughput Extraction of the Distributions of Leaf Base and Inclination Angles of Maize in the Field.
IEEE Trans. Geosci. Remote. Sens.
Lei Lei, Zhenhong Li, Guijun Yang, Hao Yang
2023 J jnl
Hyperspectral-to-image transform and CNN transfer learning enhancing soybean LCC estimation.
Comput. Electron. Agric.
Jibo Yue, Hao Yang, Haikuan Feng, Shaoyu Han, Chengquan Zhou, Yuanyuan Fu, Wei Guo, Xinming Ma, Hongbo Qiao, Guijun Yang
2023 J jnl
Identification of the Initial Anthesis of Soybean Varieties Based on UAV Multispectral Time-Series Images.
Remote. Sens.
Di Pan, Changchun Li, Guijun Yang, Pengting Ren, Yuanyuan Ma, Weinan Chen, Haikuan Feng, Riqiang Chen, Xin Chen, Heli Li
2023 J jnl
Improved potato AGB estimates based on UAV RGB and hyperspectral images.
Comput. Electron. Agric.
Yang Liu, Haikuan Feng, Jibo Yue, Xiuliang Jin, Yiguang Fan, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Xiaoyu Song, Guijun Yang
2023 J jnl
Land-Use Mapping with Multi-Temporal Sentinel Images Based on Google Earth Engine in Southern Xinjiang Uygur Autonomous Region, China.
Remote. Sens.
Riqiang Chen, Hao Yang, Guijun Yang, Yang Liu, Chengjian Zhang, Huiling Long, Haifeng Xu, Yang Meng, Haikuan Feng
2023 J jnl
MP-Net: An efficient and precise multi-layer pyramid crop classification network for remote sensing images.
Comput. Electron. Agric.
Changhong Xu, Maofang Gao, Jingwen Yan, Yunxiang Jin, Guijun Yang, Wenbin Wu
2023 J jnl
Maize Ear Height and Ear-Plant Height Ratio Estimation with LiDAR Data and Vertical Leaf Area Profile.
Remote. Sens.
Han Wang, Wangfei Zhang, Guijun Yang, Lei Lei, Shaoyu Han, Weimeng Xu, Riqiang Chen, Chengjian Zhang, Hao Yang
2023 J jnl
Mapping cropland rice residue cover using a radiative transfer model and deep learning.
Comput. Electron. Agric.
Jibo Yue, Qingjiu Tian, Yang Liu, Yuanyuan Fu, Jia Tian, Chengquan Zhou, Haikuan Feng, Guijun Yang
2023 J jnl
Mapping tea plantations using multitemporal spectral features by harmonised Sentinel-2 and Landsat images in Yingde, China.
Comput. Electron. Agric.
Ning Qi, Hao Yang, Guowen Shao, Riqiang Chen, Baoguo Wu, Bo Xu, Haikuan Feng, Guijun Yang, Chunjiang Zhao
2023 J jnl
Multiscale Maize Tassel Identification Based on Improved RetinaNet Model and UAV Images.
Remote. Sens.
Binbin Wang, Guijun Yang, Hao Yang, Jinan Gu, Sizhe Xu, Dan Zhao, Bo Xu
2023 J jnl
Object-Oriented Crop Classification Using Time Series Sentinel Images from Google Earth Engine.
Remote. Sens.
Hanyu Xue, Xingang Xu, Qingzhen Zhu, Guijun Yang, Huiling Long, Heli Li, Xiaodong Yang, Jianmin Zhang, Yongan Yang, Sizhe Xu, Min Yang, Yafeng Li
2023 J jnl
Orchard classification based on super-pixels and deep learning with sparse optical images.
Comput. Electron. Agric.
Jingbo Li, Guijun Yang, Hao Yang, Weimeng Xu, Haikuan Feng, Bo Xu, Riqiang Chen, Chengjian Zhang, Han Wang
2023 J jnl
Potato late blight severity monitoring based on the relief-mRmR algorithm with dual-drone cooperation.
Comput. Electron. Agric.
Heguang Sun, Xiaoyu Song, Wei Guo, Mei Guo, Yanzhi Mao, Guijun Yang, Haikuan Feng, Jie Zhang, Ziheng Feng, Jiao Wang, Yuanyuan Ma, Chunkai Zheng, Pingping Li, Di Pan
2023 J jnl
Pre-seasonal temperature trend break dominating the trend break in autumn grassland phenology in China.
Int. J. Appl. Earth Obs. Geoinformation
Ning Qi, Yanzheng Yang, Guijun Yang, Weizhong Li, Chunjiang Zhao, Jun Zhao, Boheng Wang, Shaofeng Su, Pengxiang Zhao
2023 J jnl
TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM.
Comput. Electron. Agric.
Bo Xu, Xiangyuan Wan, Hao Yang, Haikuan Feng, Yuanyuan Fu, Haiyan Cen, Binbin Wang, Zhoufeng Zhang, Siyuan Li, Chunjiang Zhao, Guijun Yang
2023 J jnl
Using an optimized texture index to monitor the nitrogen content of potato plants over multiple growth stages.
Comput. Electron. Agric.
Yiguang Fan, Haikuan Feng, Jibo Yue, Xiuliang Jin, Yang Liu, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Xiaoyu Song, Guijun Yang
2022 J jnl
A Robust Deep Learning Approach for the Quantitative Characterization and Clustering of Peach Tree Crowns Based on UAV Images.
IEEE Trans. Geosci. Remote. Sens.
Jun Hu, Yanfeng Zhang, Dandan Zhao, Guijun Yang, Feiyun Chen, Chengquan Zhou, Wenxuan Chen
2022 J jnl
An automated, high-performance approach for detecting and characterizing broccoli based on UAV remote-sensing and transformers: A case study from Haining, China.
Int. J. Appl. Earth Obs. Geoinformation
Chengquan Zhou, Hongbao Ye, Dawei Sun, Jibo Yue, Guijun Yang, Jun Hu
2022 J jnl
An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images.
Comput. Electron. Agric.
Liang Han, Guijun Yang, Xiaodong Yang, Xiaoyu Song, Bo Xu, Zhenhai Li, Jintao Wu, Hao Yang, Jianwei Wu
2022 J jnl
Combining multispectral and hyperspectral data to estimate nitrogen status of tea plants (
Comput. Electron. Agric.
Qiong Cao, Guijun Yang, Dandan Duan, Longyue Chen, Fan Wang, Bo Xu, Chunjiang Zhao, Xiao-Fan Niu
2022 J jnl
Comparison of UAV RGB Imagery and Hyperspectral Remote-Sensing Data for Monitoring Winter Wheat Growth.
Remote. Sens.
Haikuan Feng, Huilin Tao, Zhenhai Li, Guijun Yang, Chunjiang Zhao
2022 J jnl
Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data.
Remote. Sens.
Haikuan Feng, Huilin Tao, Yiguang Fan, Yang Liu, Zhenhai Li, Guijun Yang, Chunjiang Zhao
2022 J jnl
Developing machine learning models with multi-source environmental data to predict wheat yield in China.
Comput. Electron. Agric.
Linchao Li, Bin Wang, Puyu Feng, De Li Liu, Qinsi He, Yajie Zhang, Yakai Wang, Siyi Li, Xiaoliang Lu, Chao Yue, Yi Li, Jianqiang He, Hao Feng, Guijun Yang, Qiang Yu
2022 J jnl
Different Responses of Solar-Induced Chlorophyll Fluorescence at the Red and Far-Red Bands and Gross Primary Productivity to Air Temperature for Winter Wheat.
Remote. Sens.
Jidai Chen, Xinjie Liu, Guijun Yang, Shaoyu Han, Yan Ma, Liangyun Liu
2022 J jnl
Discrimination of tea plant variety using in-situ multispectral imaging system and multi-feature analysis.
Comput. Electron. Agric.
Qiong Cao, Guijun Yang, Fan Wang, Longyue Chen, Bo Xu, Chunjiang Zhao, Dandan Duan, Ping Jiang, Ze Xu, Haibin Yang
2022 J jnl
Dynamic Monitoring of Environmental Quality in the Loess Plateau from 2000 to 2020 Using the Google Earth Engine Platform and the Remote Sensing Ecological Index.
Remote. Sens.
Jing Zhang, Guijun Yang, Liping Yang, Zhenhong Li, Meiling Gao, Chen Yu, Enjun Gong, Huiling Long, Haitang Hu
2022 J jnl
Estimating canopy-scale chlorophyll content in apple orchards using a 3D radiative transfer model and UAV multispectral imagery.
Comput. Electron. Agric.
Jinpeng Cheng, Hao Yang, Jianbo Qi, Zhendong Sun, Shaoyu Han, Haikuan Feng, Jingyi Jiang, Weimeng Xu, Zhenhong Li, Guijun Yang, Chunjiang Zhao
2022 J jnl
Estimation of Aboveground Biomass of Potatoes Based on Characteristic Variables Extracted from UAV Hyperspectral Imagery.
Remote. Sens.
Yang Liu, Haikuan Feng, Jibo Yue, Zhenhai Li, Xiuliang Jin, Yiguang Fan, Zhihang Feng, Guijun Yang
2022 J jnl
Estimation of Potato Above-Ground Biomass Based on Vegetation Indices and Green-Edge Parameters Obtained from UAVs.
Remote. Sens.
Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Xiuliang Jin, Xiaoyu Song, Hao Yang, Guijun Yang
2022 J jnl
Estimation of Potato Above-Ground Biomass Using UAV-Based Hyperspectral images and Machine-Learning Regression.
Remote. Sens.
Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Xiuliang Jin, Yu Zhao, Xiaoyu Song, Huiling Long, Guijun Yang
2022 J jnl
Estimation of crop residue cover in rice paddies by a dynamic-quadripartite pixel model based on Sentinel-2A data.
Int. J. Appl. Earth Obs. Geoinformation
Zhendong Sun, Qilei Zhu, Shangqi Deng, Xu Li, Xueqian Hu, Riqiang Chen, Guowen Shao, Hao Yang, Guijun Yang
2022 J jnl
Extraction of Maize Leaf Base and Inclination Angles Using Terrestrial Laser Scanning (TLS) Data.
IEEE Trans. Geosci. Remote. Sens.
Lei Lei, Zhenhong Li, Jintao Wu, Chengjian Zhang, Yaohui Zhu, Riqiang Chen, Zhen Dong, Hao Yang, Guijun Yang
2022 J jnl
Forecasting regional apple first flowering using the sequential model and gridded meteorological data with spatially optimized calibration.
Comput. Electron. Agric.
Yaohui Zhu, Guijun Yang, Hao Yang, Liang Guo, Bo Xu, Zhenhai Li, Shaoyu Han, Xicun Zhu, Zhenhong Li, Glyn Jones
2022 J jnl
Fusion of optical and SAR images based on deep learning to reconstruct vegetation NDVI time series in cloud-prone regions.
Int. J. Appl. Earth Obs. Geoinformation
Jingbo Li, Changchun Li, Weimeng Xu, Haikuan Feng, Fa Zhao, Huiling Long, Yang Meng, Weinan Chen, Hao Yang, Guijun Yang
2022 J jnl
Monitoring Key Wheat Growth Variables by Integrating Phenology and UAV Multispectral Imagery Data into Random Forest Model.
Remote. Sens.
Shaoyu Han, Yu Zhao, Jinpeng Cheng, Fa Zhao, Hao Yang, Haikuan Feng, Zhenhai Li, Xinming Ma, Chunjiang Zhao, Guijun Yang
2022 J jnl
Non-destructive and in-site estimation of apple quality and maturity by hyperspectral imaging.
Comput. Electron. Agric.
Fan Wang, Chunjiang Zhao, Hao Yang, Hongzhe Jiang, Long Li, Guijun Yang
2022 J jnl
Predicting individual apple tree yield using UAV multi-source remote sensing data and ensemble learning.
Comput. Electron. Agric.
Riqiang Chen, Chengjian Zhang, Bo Xu, Yaohui Zhu, Fa Zhao, Shaoyu Han, Guijun Yang, Hao Yang
2022 J jnl
Prediction of apple first flowering date using daily land surface temperature spatio-temporal reconstruction and machine learning.
Comput. Electron. Agric.
Miao Liu, Yaohui Zhu, Hao Yang, Ruiliang Pu, Chunxia Qiu, Fa Zhao, Shaoyu Han, Weimeng Xu, Yang Meng, Huiling Long, Guijun Yang
2022 J jnl
Remote Sensing Monitoring of Rice Grain Protein Content Based on a Multidimensional Euclidean Distance Method.
Remote. Sens.
Jie Zhang, Xiaoyu Song, Xia Jing, Guijun Yang, Chenghai Yang, Haikuan Feng, Jiaojiao Wang, Shikang Ming
2022 J jnl
Remote Sensing Monitoring of Rice and Wheat Canopy Nitrogen: A Review.
Remote. Sens.
Jie Zheng, Xiaoyu Song, Guijun Yang, Xiaochu Du, Xin Mei, Xiaodong Yang
2022 J jnl
Remote-sensing estimation of potato above-ground biomass based on spectral and spatial features extracted from high-definition digital camera images.
Comput. Electron. Agric.
Yang Liu, Haikuan Feng, Jibo Yue, Zhenhai Li, Guijun Yang, Xiaoyu Song, Xiaodong Yang, Yu Zhao
2022 J jnl
SSRNet: In-Field Counting Wheat Ears Using Multi-Stage Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Daoyong Wang, Dongyan Zhang, Guijun Yang, Bo Xu, Yaowu Luo, Xiaodong Yang
2022 J jnl
Transfer-Learning-Based Approach for Yield Prediction of Winter Wheat from Planet Data and SAFY Model.
Remote. Sens.
Yu Zhao, Shaoyu Han, Yang Meng, Haikuan Feng, Zhenhai Li, Jingli Chen, Xiaoyu Song, Yan Zhu, Guijun Yang
2022 J jnl
Winter Wheat Nitrogen Estimation Based on Ground-Level and UAV-Mounted Sensors.
Sensors
Xiaoyu Song, Guijun Yang, Xingang Xu, Dongyan Zhang, Chenghai Yang, Haikuan Feng
2021 J jnl
A creative approach to understanding the hidden information within the business data using Deep Learning.
Inf. Process. Manag.
Yuanfeng Luo, Chuantao Yao, Yue Mo, Baoji Xie, Guijun Yang, Huiyang Gui
2021 J jnl
Comparison of Machine-Learning and CASA Models for Predicting Apple Fruit Yields from Time-Series Planet Imageries.
Remote. Sens.
Xueyuan Bai, Zhenhai Li, Wei Li, Yu Zhao, Meixuan Li, Hongyan Chen, Shaochong Wei, Yuanmao Jiang, Guijun Yang, Xicun Zhu
2021 J jnl
Determination of Key Phenological Phases of Winter Wheat Based on the Time-Weighted Dynamic Time Warping Algorithm and MODIS Time-Series Data.
Remote. Sens.
Fa Zhao, Guijun Yang, Xiaodong Yang, Haiyan Cen, Yaohui Zhu, Shaoyu Han, Hao Yang, Yong He, Chunjiang Zhao
2021 J jnl
Estimation of Apple Flowering Frost Loss for Fruit Yield Based on Gridded Meteorological and Remote Sensing Data in Luochuan, Shaanxi Province, China.
Remote. Sens.
Yaohui Zhu, Guijun Yang, Hao Yang, Fa Zhao, Shaoyu Han, Riqiang Chen, Chengjian Zhang, Xiaodong Yang, Miao Liu, Jinpeng Cheng, Chunjiang Zhao
2021 J jnl
Improved Estimation of Winter Wheat Aboveground Biomass Using Multiscale Textures Extracted from UAV-Based Digital Images and Hyperspectral Feature Analysis.
Remote. Sens.
Yuanyuan Fu, Guijun Yang, Xiaoyu Song, Zhenhong Li, Xingang Xu, Haikuan Feng, Chunjiang Zhao
2021 J jnl
Recognizing black point in wheat kernels and determining its extent using multidimensional feature extraction and a naive Bayes classifier.
Comput. Electron. Agric.
Chengquan Zhou, Guijun Yang, Dong Liang, Jun Hu, Hao Yang, Jibo Yue, Ruirui Yan, Liang Han, Linsheng Huang, Lijun Xu
2021 J jnl
Short and Medium-Term Prediction of Winter Wheat NDVI Based on the DTW-LSTM Combination Method and MODIS Time Series Data.
Remote. Sens.
Fa Zhao, Guijun Yang, Hao Yang, Yaohui Zhu, Yang Meng, Shaoyu Han, Xinlei Bu
2021 J jnl
Sino-EU Earth Observation Data to Support the Monitoring and Management of Agricultural Resources.
Remote. Sens.
Stefano Pignatti, Raffaele Casa, Giovanni Laneve, Zhenhai Li, Linyi Liu, Pablo Marzialetti, Nada Mzid, Simone Pascucci, Paolo Cosmo Silvestro, Massimo Tolomio, Deepak Upreti, Hao Yang, Guijun Yang, Wenjiang Huang
2020 J jnl
A Review of Advanced Technologies and Development for Hyperspectral-Based Plant Disease Detection in the Past Three Decades.
Remote. Sens.
Ning Zhang, Guijun Yang, Yuchun Pan, Xiaodong Yang, Liping Chen, Chunjiang Zhao
2020 J jnl
A hybrid modelling approach to understanding adoption of precision agriculture technologies in Chinese cropping systems.
Comput. Electron. Agric.
Wenjing Li, Beth Clark, James A. Taylor, Helen Kendall, Glyn Jones, Zhenhong Li, Shan Jin, Chunjiang Zhao, Guijun Yang, Chuanmin Shuai, Xin Cheng, Jing Chen, Hao Yang, Lynn J. Frewer
2020 J jnl
Apple Tree Branch Information Extraction from Terrestrial Laser Scanning and Backpack-LiDAR.
Remote. Sens.
Chengjian Zhang, Guijun Yang, Youyi Jiang, Bo Xu, Xiao Li, Yaohui Zhu, Lei Lei, Riqiang Chen, Zhen Dong, Hao Yang
2020 J jnl
Diagnosis of the Severity of Fusarium Head Blight of Wheat Ears on the Basis of Image and Spectral Feature Fusion.
Sensors
Linsheng Huang, Taikun Li, Chuanlong Ding, Jinling Zhao, Dongyan Zhang, Guijun Yang
2020 J jnl
Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data.
Sensors
Huilin Tao, Haikuan Feng, Liangji Xu, Mengke Miao, Huiling Long, Jibo Yue, Zhenhai Li, Guijun Yang, Xiaodong Yang, Lingling Fan
2020 J jnl
Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images.
Sensors
Huilin Tao, Haikuan Feng, Liangji Xu, Mengke Miao, Guijun Yang, Xiaodong Yang, Lingling Fan
2020 J jnl
Extracting apple tree crown information from remote imagery using deep learning.
Comput. Electron. Agric.
Jintao Wu, Guijun Yang, Hao Yang, Yaohui Zhu, Zhenhai Li, Lei Lei, Chunjiang Zhao
2020 J jnl
Identification of Apple Orchard Planting Year Based on Spatiotemporally Fused Satellite Images and Clustering Analysis of Foliage Phenophase.
Remote. Sens.
Yaohui Zhu, Guijun Yang, Hao Yang, Jintao Wu, Lei Lei, Fa Zhao, Lingling Fan, Chunjiang Zhao
2020 J jnl
Prediction of Wheat Grain Protein by Coupling Multisource Remote Sensing Imagery and ECMWF Data.
Remote. Sens.
Xiaobin Xu, Cong Teng, Yu Zhao, Ying Du, Chunqi Zhao, Guijun Yang, Xiuliang Jin, Xiaoyu Song, Xiaohe Gu, Raffaele Casa, Liping Chen, Zhenhai Li
2020 J jnl
Progress of hyperspectral data processing and modelling for cereal crop nitrogen monitoring.
Comput. Electron. Agric.
Yuanyuan Fu, Guijun Yang, Zhenhai Li, Heli Li, Zhenhong Li, Xingang Xu, Xiaoyu Song, Yunhe Zhang, Dandan Duan, Chunjiang Zhao, Liping Chen
2020 J jnl
Simulation and Verification of Vertical Heterogeneity Spectral Response of Winter Wheat Based on the mSCOPE Model.
Sensors
Linsheng Huang, Yuanyuan Zhang, Guijun Yang, Dong Liang, Heli Li, Zhenhai Li, Xiaodong Yang
2020 J jnl
Substructure similarity search for engineering service-based systems.
J. Syst. Softw.
Jintao Wu, Xing Guo, Guijun Yang, Shuhui Wu, Jianguo Wu
2020 J jnl
Winter Wheat Nitrogen Status Estimation Using UAV-Based RGB Imagery and Gaussian Processes Regression.
Remote. Sens.
Yuanyuan Fu, Guijun Yang, Zhenhai Li, Xiaoyu Song, Zhenhong Li, Xingang Xu, Pei Wang, Chunjiang Zhao
2019 J jnl
An Improved CASA Model for Estimating Winter Wheat Yield from Remote Sensing Images.
Remote. Sens.
Yulong Wang, Xingang Xu, Linsheng Huang, Guijun Yang, Lingling Fan, Pengfei Wei, Guo Chen
2019 J jnl
Automated Counting of Rice Panicle by Applying Deep Learning Model to Images from Unmanned Aerial Vehicle Platform.
Sensors
Chengquan Zhou, Hongbao Ye, Jun Hu, Xiaoyan Shi, Shan Hua, Jibo Yue, Zhifu Xu, Guijun Yang
2019 J jnl
Automatic Counting of in situ Rice Seedlings from UAV Images Based on a Deep Fully Convolutional Neural Network.
Remote. Sens.
Jintao Wu, Guijun Yang, Xiaodong Yang, Bo Xu, Liang Han, Yaohui Zhu
2019 J jnl
Combined Use of FCN and Harris Corner Detection for Counting Wheat Ears in Field Conditions.
IEEE Access
Daoyong Wang, Yuanyuan Fu, Guijun Yang, Xiaodong Yang, Dong Liang, Chengquan Zhou, Ning Zhang, Hongya Wu, Dongyan Zhang
2019 J jnl
Crop Water Content of Winter Wheat Revealed with Sentinel-1 and Sentinel-2 Imagery.
Sensors
Dong Han, Shuaibing Liu, Ying Du, Xinrui Xie, Lingling Fan, Lei Lei, Zhenhong Li, Hao Yang, Guijun Yang
2019 J jnl
Effect of Leaf Occlusion on Leaf Area Index Inversion of Maize Using UAV-LiDAR Data.
Remote. Sens.
Lei Lei, Chunxia Qiu, Zhenhai Li, Dong Han, Liang Han, Yaohui Zhu, Jintao Wu, Bo Xu, Haikuan Feng, Hao Yang, Guijun Yang
2019 J jnl
Establishment of Plot-Yield Prediction Models in Soybean Breeding Programs Using UAV-Based Hyperspectral Remote Sensing.
Remote. Sens.
Xiaoyan Zhang, Jinming Zhao, Guijun Yang, Jiangang Liu, Jiqiu Cao, Chunyan Li, Xiaoqing Zhao, Junyi Gai
2019 C conf
Estimation of Leaf Area Index of Winter Wheat Based on Hyperspectral Data of Unmanned Aerial Vehicles.
IGARSS
Riqiang Chen, Haikuan Feng, Fuqin Yang, Changchun Li, Guijun Yang, Haojie Pei, Li Pan, Peng Chen
2019 — conf
Estimation of aboveground biomass of potato based on ground hyperspectral.
Agro-Geoinformatics
Haojie Pei, Haikuan Feng, Changchun Li, Guijun Yang, Zhichao Wu, Mingxing Liu
2019 J jnl
Hyperspectral inversion of soil organic matter content in cultivated land based on wavelet transform.
Comput. Electron. Agric.
Xiaohe Gu, Yancang Wang, Qian Sun, Guijun Yang, Chao Zhang
2019 J jnl
Hyperspectral-Based Estimation of Leaf Nitrogen Content in Corn Using Optimal Selection of Multiple Spectral Variables.
Sensors
Lingling Fan, Jinling Zhao, Xingang Xu, Dong Liang, Guijun Yang, Haikuan Feng, Hao Yang, Yulong Wang, Guo Chen, Pengfei Wei
2019 C conf
Monitoring Maize Lodging Disaster Via Multi-Temporal Remote Sensing Images.
IGARSS
Xiaohe Gu, Qian Sun, Guijun Yang, Xiaoyu Song, Xingang Xu
2019 C conf
Monitoring Spatial Variance of Winter Wheat Growth Via Chris Image.
IGARSS
Xiaohe Gu, Meiyan Shu, Guijun Yang, Xiaoyu Song, Xingang Xu
2019 J jnl
Monitoring of Nitrogen and Grain Protein Content in Winter Wheat Based on Sentinel-2A Data.
Remote. Sens.
Haitao Zhao, Xiaoyu Song, Guijun Yang, Zhenhai Li, Dongyan Zhang, Haikuan Feng
2019 J jnl
Multi-LUTs method for canopy nitrogen density estimation in winter wheat by field and UAV hyperspectral.
Comput. Electron. Agric.
Zhenhai Li, Zhenhong Li, David Fairbairn, Na Li, Bo Xu, Haikuan Feng, Guijun Yang
2019 C conf
Prediction of Nitrogen Content in Apple Leaves Based on Continuous Wavelet Transform.
IGARSS
Mengke Miao, Haikuan Feng, Baoshan Wang, Changchun Li, Guijun Yang, Liting Zhai, Mingxing Liu, Zhichao Wu
2019 J jnl
Subgraph Query for Building Service-Based Systems.
IEEE Access
Jintao Wu, Xing Guo, Guijun Yang, Shuhui Wu, Haseeb Hassan, Jianguo Wu
2018 J jnl
A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera.
Remote. Sens.
Jibo Yue, Haikuan Feng, Xiuliang Jin, Huanhuan Yuan, Zhenhai Li, Chengquan Zhou, Guijun Yang, Qingjiu Tian
2018 J jnl
A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy.
Remote. Sens.
Jibo Yue, Haikuan Feng, Guijun Yang, Zhenhai Li
2018 J jnl
An Integrated Skeleton Extraction and Pruning Method for Spatial Recognition of Maize Seedlings in MGV and UAV Remote Images.
IEEE Trans. Geosci. Remote. Sens.
Chengquan Zhou, Guijun Yang, Dong Liang, Xiaodong Yang, Bo Xu
2018 C conf
Biomass Inversion Based on Geometric Information of Laser Point Cloud.
IGARSS
Li Pan, Wei Guo, Liang Pei, Haikuan Feng, Fan Yang, Haojie Pei, Guijun Yang, Zhichao Wu, Mingxing Liu
2018 — conf
Comparison of Leaf and Canopy Parameters for Estimating Wheat Nitrogen and Grain Protein Content.
Agro-Geoinformatics
Xiaoyu Song, Xiaohe Gu, Guijun Yang, Luo Chen, Qianqiu Ma, Zhenghai Li
2018 J jnl
Estimating genetic parameters of DSSAT-CERES model with the GLUE method for winter wheat (
Comput. Electron. Agric.
Zhenhai Li, Jianqing He, Xingang Xu, Xiuliang Jin, Wenjiang Huang, Beth Clark, Guijun Yang, Zhenhong Li
2018 C conf
Height and Biomass Inversion of Winter Wheat Based on Canopy Height Model.
IGARSS
Haikuan Feng, Li Pan, Fan Yang, Haojie Pei, Huifang Wang, Guijun Yang, Mingxing Liu, Zhichao Wu
2018 J jnl
Quantitative Identification of Maize Lodging-Causing Feature Factors Using Unmanned Aerial Vehicle Images and a Nomogram Computation.
Remote. Sens.
Liang Han, Guijun Yang, Haikuan Feng, Chengquan Zhou, Hao Yang, Bo Xu, Zhenhai Li, Xiaodong Yang
2018 J jnl
Recognition of Wheat Spike from Field Based Phenotype Platform Using Multi-Sensor Fusion and Improved Maximum Entropy Segmentation Algorithms.
Remote. Sens.
Chengquan Zhou, Dong Liang, Xiaodong Yang, Bo Xu, Guijun Yang
2018 J jnl
Remote Sensing of Leaf and Canopy Nitrogen Status in Winter Wheat (
Remote. Sens.
Zhenhai Li, Xiuliang Jin, Guijun Yang, Jane Drummond, Hao Yang, Beth Clark, Zhenhong Li, Chunjiang Zhao
2018 — conf
Spectral Response of Soil Organic Matter by Principal Component Analysis.
Agro-Geoinformatics
Xiaohe Gu, Meiyan Shu, Guijun Yang, Xingang Xu, Xiaoyu Song
2017 — conf
A Bayesian Network Model for Yellow Rust Forecasting in Winter Wheat.
CCTA (1)
Xiaodong Yang, Chenwei Nie, Jingcheng Zhang, Haikuan Feng, Guijun Yang
2017 C conf
Accuracy analysis of UAV remote sensing imagery mosaicking based on structure-from-motion.
IGARSS
Haojie Pei, Peng Wan, Changchun Li, Haikuan Feng, Guijun Yang, Bo Xu, Qinglin Niu
2017 J jnl
An Improved Combination of Spectral and Spatial Features for Vegetation Classification in Hyperspectral Images.
Remote. Sens.
Yuanyuan Fu, Chunjiang Zhao, Jihua Wang, Xiuping Jia, Guijun Yang, Xiaoyu Song, Haikuan Feng
2017 J jnl
Application of Cut Algorithm based on Algebraic connectivity to Community Detection.
Adv. Complex Syst.
Fuqiang Zhao, Lichao Zhang, Guijun Yang, Li He, Fengyu Yan
2017 — conf
Comparison of Remote Sensing Estimation Methods for Winter Wheat Leaf Nitrogen Content.
CCTA (2)
Chunlan Zhang, Fuquan Tang, Heli Li, Guijun Yang, Haikuan Feng, Chang Liu
2017 C conf
Cropland production potential monitoring using long-term crop dynamics.
IGARSS
Huiling Long, Chunjiang Zhao, Guijun Yang, Haikuan Feng, Qingyun Xu
2017 — conf
Development and Application of Hyperspectral Remote Sensing.
CCTA (2)
Huimin Xing, Haikuan Feng, Jingying Fu, Xingang Xu, Guijun Yang
2017 J jnl
Effect of Vertical Distribution of Crop Structure and Biochemical Parameters of Winter Wheat on Canopy Reflectance Characteristics and Spectral Indices.
IEEE Trans. Geosci. Remote. Sens.
Chunjiang Zhao, Heli Li, Pingheng Li, Guijun Yang, Xiaohe Gu, Yubin Lan
2017 J jnl
Estimating Wheat Yield in China at the Field and District Scale from the Assimilation of Satellite Data into the Aquacrop and Simple Algorithm for Yield (SAFY) Models.
Remote. Sens.
Paolo Cosmo Silvestro, Stefano Pignatti, Simone Pascucci, Hao Yang, Zhenhai Li, Guijun Yang, Wenjiang Huang, Raffaele Casa
2017 — conf
Estimation of Leaf Nitrogen Concentration of Winter Wheat Using UAV-Based RGB Imagery.
CCTA (2)
Qinglin Niu, Haikuan Feng, Changchun Li, Guijun Yang, Yuanyuan Fu, Zhenhai Li, Haojie Pei
2017 — conf
Estimation of Leaf Nitrogen Content of Winter Wheat Based on Akaike's Information Criterion.
CCTA (2)
Haojie Pei, Haikuan Feng, Fuqin Yang, Zhenhai Li, Guijun Yang, Qinglin Niu
2017 J jnl
Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models.
Remote. Sens.
Jibo Yue, Guijun Yang, Changchun Li, Zhenhai Li, Yanjie Wang, Haikuan Feng, Bo Xu
2017 C conf
Estimation of leaf nitrogen content of maize based on Akaike's information criterion in Beijing.
IGARSS
Haikuan Feng, Haojie Pei, Fuqin Yang, Guijun Yang, Zhenhai Li, Xiaodong Yang, Huiling Long, Xiuliang Jin
2017 J jnl
Evaluation of Sentinel-2A Satellite Imagery for Mapping Cotton Root Rot.
Remote. Sens.
Xiaoyu Song, Chenghai Yang, Mingquan Wu, Chunjiang Zhao, Guijun Yang, Wesley Clint Hoffmann, Wenjiang Huang
2017 — conf
Hyperspectral Estimation Methods for Chlorophyll Content of Apple Based on Random Forest.
CCTA (2)
Haojie Pei, Changchun Li, Haikuan Feng, Guijun Yang, Mingxing Liu, Zhichao Wu
2017 — conf
Hyperspectral Estimation of Nitrogen Content in Winter Wheat Leaves Based on Unmanned Aerial Vehicles.
CCTA (2)
Mingxing Liu, Changchun Li, Haikuan Feng, Haojie Pei, Zhenhai Li, Fuqin Yang, Guijun Yang, Shouzhi Xu
2017 — conf
Monitoring of Winter Wheat Biomass Using UAV Hyperspectral Texture Features.
CCTA (2)
Chang Liu, Guijun Yang, Zhenhai Li, Fuquan Tang, Haikuan Feng, Jianwen Wang, Chunlan Zhang, Liyan Zhang
2017 C conf
Remote estimation of maize carbon sequestration capacity based on eddy covariance flux measurements.
IGARSS
Huiling Long, Chunjiang Zhao, Guijun Yang, Haikuan Feng, Yanan Wang
2017 — conf
Research and Realization of Winter Wheat Yield Estimation Model Based on NDVI Index.
CCTA (2)
Zhichao Wu, Changchun Li, Haikuan Feng, Bo Xu, Guijun Yang, Zhenhai Li, Haojie Pei, Mingxing Liu
2017 J jnl
Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models.
Remote. Sens.
Huanhuan Yuan, Guijun Yang, Changchun Li, Yanjie Wang, Jiangang Liu, Haiyang Yu, Haikuan Feng, Bo Xu, Xiaoqing Zhao, Xiaodong Yang
2017 — conf
Soil Moisture Estimation by Combining L-Band Brightness Temperature and Vegetation Related Information.
CCTA (2)
Yuanyuan Fu, Chunjiang Zhao, Guijun Yang, Haikuan Feng
2017 J jnl
Spatial Variability Analysis of Within-Field Winter Wheat Nitrogen and Grain Quality Using Canopy Fluorescence Sensor Measurements.
Remote. Sens.
Xiaoyu Song, Guijun Yang, Chenghai Yang, Jihua Wang, Bei Cui
2017 J jnl
The DOM Generation and Precise Radiometric Calibration of a UAV-Mounted Miniature Snapshot Hyperspectral Imager.
Remote. Sens.
Guijun Yang, Changchun Li, Yanjie Wang, Huanhuan Yuan, Haikuan Feng, Bo Xu, Xiaodong Yang
2016 C conf
Assimilation of remotely sensed canopy variables into crop models for an assessment of drought-related yield losses: A comparison of models of different complexity.
IGARSS
Raffaele Casa, Paolo Cosmo Silvestro, Hao Yang, Stefano Pignatti, Simone Pascucci, Guijun Yang
2016 C conf
Biomass estimation of oilseed rape using simulated compact polarimtric SAR imagery.
IGARSS
Hao Yang, Lei Xie, Erxue Chen, Hong Zhang, Guijun Yang, Zhenhong Li, Xiaohe Gu
2016 J jnl
Estimation of Winter Wheat Biomass and Yield by Combining the AquaCrop Model and Field Hyperspectral Data.
Remote. Sens.
Xiuliang Jin, Lalit Kumar, Zhenhai Li, Xingang Xu, Guijun Yang, Jihua Wang
2016 J jnl
Evaluation of ASTER-Like Daily Land Surface Temperature by Fusing ASTER and MODIS Data during the HiWATER-MUSOEXE.
Remote. Sens.
Guijun Yang, Qihao Weng, Ruiliang Pu, Feng Gao, Chenhong Sun, Hua Li, Chunjiang Zhao
2016 — conf
Hyperspectral Estimation of Leaf Area Index of Winter Wheat Based on Akaike's Information Criterion.
CCTA
Haikuan Feng, Fuqin Yang, Guijun Yang, Haojie Pei
2016 C conf
Soil moisture retrieval in well covered farmland by Radarsat-2 SAR data.
IGARSS
Jibo Yue, Guijun Yang, Xiudong Qi, Yanjie Wang
2015 J jnl
Assimilation of Two Variables Derived from Hyperspectral Data into the DSSAT-CERES Model for Grain Yield and Quality Estimation.
Remote. Sens.
Zhenhai Li, Jihua Wang, Xingang Xu, Chunjiang Zhao, Xiuliang Jin, Guijun Yang, Haikuan Feng
2015 J jnl
Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data.
Remote. Sens.
Xiuliang Jin, Guijun Yang, Xingang Xu, Hao Yang, Haikuan Feng, Zhenhai Li, Jiaxiao Shen, Yubin Lan, Chunjiang Zhao
2015 C conf
Development of farmland drought assessment tools based on the assimilation of remotely sensed canopy biophysical variables into crop water response models.
IGARSS
Raffaele Casa, Paolo Cosmo Silvestro, Hao Yang, Stefano Pignatti, Simone Pascucci, Guijun Yang
2015 — conf
Simulation of Winter Wheat Phenology in Beijing Area with DSSAT-CERES Model.
CCTA (2)
Haikuan Feng, Zhenhai Li, Peng He, Xiuliang Jin, Guijun Yang, Haiyang Yu, Fuqin Yang
2015 C conf
Sinergistic use of radar and optical data for agricultural data products assimilation: A case study in Central Italy.
IGARSS
Roberta Anniballe, Raffaele Casa, Fabio Castaldi, Fabio Fascetti, Lorenzo Fusilli, Wenjiang Huang, Giovanni Laneve, Pablo Marzialetti, Angelo Palombo, Simone Pascucci, Nazzareno Pierdicca, Stefano Pignatti, Qiaoyun Xie, Federico Santini, Paolo Cosmo Silvestro, Hao Yang, Guijun Yang
2015 J jnl
Wheat lodging monitoring using polarimetric index from RADARSAT-2 data.
Int. J. Appl. Earth Obs. Geoinformation
Hao Yang, Erxue Chen, Zengyuan Li, Chunjiang Zhao, Guijun Yang, Stefano Pignatti, Raffaele Casa, Lei Zhao
2014 J jnl
A Method to Reconstruct the Solar-Induced Canopy Fluorescence Spectrum from Hyperspectral Measurements.
Remote. Sens.
Feng Zhao, Yiqing Guo, Wout Verhoef, Xingfa Gu, Liangyun Liu, Guijun Yang
2014 — conf
Comparison of Methods for Forecasting Yellow Rust in Winter Wheat at Regional Scale.
CCTA
Chenwei Nie, Lin Yuan, Xiaodong Yang, Liguang Wei, Guijun Yang, Jingcheng Zhang
2014 J jnl
Estimating Leaf Nitrogen Concentration In Barley By Coupling Hyperspectral Measurements With Optimal Combination Principle.
Intell. Autom. Soft Comput.
Xingang Xu, Chunjiang Zhao, Xiaoyu Song, Xiaodong Yang, Guijun Yang
2014 J jnl
Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression.
Remote. Sens.
Xinchuan Li, Youjing Zhang, Yansong Bao, Juhua Luo, Xiuliang Jin, Xingang Xu, Xiaoyu Song, Guijun Yang
2014 J jnl
Integrating Remotely Sensed and Meteorological Observations to Forecast Wheat Powdery Mildew at a Regional Scale.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jingcheng Zhang, Ruiliang Pu, Lin Yuan, Wenjiang Huang, Chenwei Nie, Guijun Yang
2014 J jnl
Leaf Area Index Estimation Using Vegetation Indices Derived From Airborne Hyperspectral Images in Winter Wheat.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qiaoyun Xie, Wenjiang Huang, Dong Liang, Pengfei Chen, Chaoyang Wu, Guijun Yang, Jingcheng Zhang, Linsheng Huang, Dongyan Zhang
2014 J jnl
Newly Combined Spectral Indices to Improve Estimation of Total Leaf Chlorophyll Content in Cotton.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiuliang Jin, Zhenhai Li, Haikuan Feng, Xingang Xu, Guijun Yang
2014 J jnl
Temporal Polarimetric Behavior of Oilseed Rape (
Remote. Sens.
Hao Yang, Zengyuan Li, Erxue Chen, Chunjiang Zhao, Guijun Yang, Raffaele Casa, Stefano Pignatti, Qi Feng
2014 J jnl
Winter Wheat Cropland Grain Protein Content Evaluation through Remote Sensing.
Intell. Autom. Soft Comput.
Xiaoyu Song, Jihua Wang, Guijun Yang, Haikuan Feng
2013 J jnl
A comparative analysis of spectral vegetation indices to estimate crop leaf area index.
Intell. Autom. Soft Comput.
Yuanyuan Fu, Guijun Yang, Jihua Wang, Haikuan Feng
2013 J jnl
Comparison and Analysis of Data Assimilation Algorithms for Predicting the Leaf Area Index of Crop Canopies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yingying Dong, Jihua Wang, Cunjun Li, Guijun Yang, Qian Wang, Feng Liu, Jinling Zhao, Huifang Wang, Wenjiang Huang
2013 J jnl
Crop Discrimination in Shandong Province Based on Phenology Analysis of Multi-year Time Series.
Intell. Autom. Soft Comput.
Qingyun Xu, Guijun Yang, Huiling Long, Chongchang Wang
2013 J jnl
Estimation of leaf area index by using multi-angular hyperspectral imaging data based on The two-layer canopy reflectance model.
Intell. Autom. Soft Comput.
Qinhong Liao, Chunjiang Zhao, Guijun Yang, Craig A. Coburn, Jihua Wang, Dongyan Zhang, Zhijie Wang
2013 J jnl
Integrating a very fast simulated annealing optimization algorithm for crop leaf area index variational assimilation.
Math. Comput. Model.
Yingying Dong, Chunjiang Zhao, Guijun Yang, Liping Chen, Jihua Wang, Haikuan Feng
2013 C conf
Inversion of paddy leaf area index using Beer-Lambert law and HJ-1/2 CCD image.
IGARSS
Xiaohe Gu, Jingcheng Zhang, Guijun Yang, Xiaoyu Song, Jinling Zhao, Bei Cui
2013 J jnl
Remote sensing of regional crop transpiration of winter wheat based on MODIS data and FAO-56 crop coefficient method.
Intell. Autom. Soft Comput.
Heli Li, Yi Luo, Chunjiang Zhao, Guijun Yang
2013 J jnl
Selection of Spectral Channels for Satellite Sensors in Monitoring Yellow Rust Disease of Winter Wheat.
Intell. Autom. Soft Comput.
Lin Yuan, Jingcheng Zhang, Chenwei Nie, Liguang Wei, Guijun Yang, Jihua Wang
2013 C conf
Spatial-temporal analysis of field evapotranspiration based on complementary relationship model and IKONOS data.
IGARSS
Guijun Yang, Chunjiang Zhao, Qingyun Xu
2012 C conf
Integration of multi-resolution data for crop LAI estimation based on continuous wavelet.
IGARSS
Yingying Dong, Jihua Wang, Cunjun Li, Guijun Yang, Xingang Xu, Jinling Zhao, Wenjiang Huang
2012 — conf
Remote Sensing of Forest LAI from Multitemporal Optical Satellite Images over Mountain Area.
CCTA (2)
Yuechan Shi, Guijun Yang, Haikuan Feng, Renli Wang
2011 C conf
Estimation of subpixel temperature over a heterogeneous area using an endmember index based technique.
IGARSS
Guijun Yang, Wenjiang Huang, Jihua Wang, Chunjiang Zhao
2011 J jnl
Inversion of a Radiative Transfer Model for Estimating Forest LAI From Multisource and Multiangular Optical Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Guijun Yang, Chunjiang Zhao, Qiang Liu, Wenjiang Huang, Jihua Wang
2011 C conf
Research on FPAR vertical distribution in different variety maize canopy.
IGARSS
Rongyuan Liu, Wenjiang Huang, Huazhong Ren, Guijun Yang, Jihua Wang, Xiaowen Li
2010 J jnl
A Novel Method to Estimate Subpixel Temperature by Fusing Solar-Reflective and Thermal-Infrared Remote-Sensing Data With an Artificial Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Guijun Yang, Ruiliang Pu, Wenjiang Huang, Jihua Wang, Chunjiang Zhao
2010 J jnl
Unbiased generalized quasi-regression.
Comput. Stat. Data Anal.
Guijun Yang, Zhigang Wang, Wei Deng
2009 — conf
Simulation System Development of Infrared Remote Sensing Images: HJ-1B Case.
IGARSS (2)
Guijun Yang, Qinhuo Liu, Zhurong Xing, Wenjiang Huang, Xian Li
2007 C conf
Application of a physical model to topographic and atmosphic correction in Jiangxi rugged area, China.
IGARSS
Jianguang Wen, Qinhuo Liu, Qing Xiao, Xiaowen Li, Guijun Yang, Jie Chen
2007 C conf
Assessment of different topographic correction methods and their applications.
IGARSS
Jianguang Wen, Qinhuo Liu, Qing Xiao, Xiaowen Li, Guijun Yang, Jie Chen
2007 C conf
Simulation of atmospheric radiation transfer for high-resolution thermal infrared imaging.
IGARSS
Guijun Yang, Qinhuo Liu, Qiang Liu, Jianguang Wen, Jie Cheng, Xingfa Gu